There is a number of subsequent works on the attention mechanism. For instance, in [1]}, the attention model is utilized for video description generation by softly weighting the visual features extracted from frames in each video. Li et al. [2]} combined convolutional LSTM [3]} with soft attention mechanism for video action recognition and detection. Teh et al. [4]} extended the soft attention into CNN networks for weakly supervised object detection.
